Comments on “Improving Compressed Sensing With the Diamond Norm”–Saturation of the Norm Inequalities Between Diamond and Nuclear Norm

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Note on the saturation of the norm inequalities between diamond and nuclear norm

The diamond norm plays an important role in quantum information and operator theory. Recently, it has also been proposed as a reguralizer for low-rank matrix recovery. The norm constants that bound the diamond norm in terms of the nuclear norm (also known as trace norm) are explicitly known. This note provides a simple characterization of all operators saturating the upper and the lower bound.

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ژورنال

عنوان ژورنال: IEEE Transactions on Information Theory

سال: 2018

ISSN: 0018-9448,1557-9654

DOI: 10.1109/tit.2018.2861887